Nguyen, Ha and Connelly, Luke B. (2016): The dynamics of informal care provision in an Australian household panel survey: Previous work characteristics and future care provision.
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Abstract
This study contributes to a small literature on the dynamics of informal care by examining the informal care provision choices of working age Australians. We focus on the impact of previous work characteristics (including work security and flexibility) on subsequent care provision decisions and distinguish between care that is provided to people who cohabit and people who reside elsewhere, as well as between the provision of care as the primary caregiver, or in a secondary caring role. Our dynamic framework of informal care provision accounts for state-dependence, unobserved heterogeneity and initial conditions. For both males and females, we find the existence of positive state-dependence in all care states in both the short- and medium-term. Furthermore, the inertia in care provision appears to be stronger for more intensive care. We also find previous employment status has a significant deterrent effect on current care provision decisions. The effects on employment, however, differ according to the type of previous work, the type of care currently provided, and the gender of the caregiver. We also find that workers with perceptions of greater job security are nevertheless less likely to provide subsequent care. Our results also suggest that workers’ perceptions about work flexibility and their stated overall satisfaction with work actually have no impact on their subsequent decisions to provide care in any capacity.
Item Type: | MPRA Paper |
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Original Title: | The dynamics of informal care provision in an Australian household panel survey: Previous work characteristics and future care provision |
English Title: | The dynamics of informal care provision in an Australian household panel survey: Previous work characteristics and future care provision |
Language: | English |
Keywords: | informal care, labour supply, dynamic multinomial choice models, panel data |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models J - Labor and Demographic Economics > J1 - Demographic Economics > J14 - Economics of the Elderly ; Economics of the Handicapped ; Non-Labor Market Discrimination |
Item ID: | 75331 |
Depositing User: | Mr. Ha Nguyen |
Date Deposited: | 03 Dec 2016 07:14 |
Last Modified: | 09 Oct 2019 04:45 |
References: | Akaike, H., 1973. Information theory and an extension of the maximum likelihood principle, In: Petrov, B., Csaki, F. (Eds.), Proceedings of the 2nd International Symposium on Information Theory. Budapest: Akademinai Kiado, pp. 267-281. Akay, A., 2012. Finite-sample comparison of alternative methods for estimating dynamic panel data models. Journal of Applied Econometrics 27, 1189–1204. Allison, P.D., 2001. Missing Data. Thousand Oaks, CA: SAGE Publications, Inc. Arulampalam, W., Stewart, M.B., 2009. Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators*. Oxford Bulletin of Economics and Statistics 71, 659-681. Becker, G.S., 1974. A Theory of Social Interactions. The journal of political economy 82, 1063-1093. Berecki-Gisolf, J., Lucke, J., Hockey, R., Dobson, A., 2008. Transitions into informal caregiving and out of paid employment of women in their 50s. Social Science and Medicine 67, 122-127. Berkovec, J., Stern, S., 1991. Job exit behavior of older men. Econometrica: Journal of the Econometric Society 59, 189-210. Bernheim, B.D., Shleifer, A., Summers, L.H., 1985. The Strategic Bequest Motive. The journal of political economy 93, 1045-1076. Borsch-Supan, A., Gokhale, J., Kotlikoff, L.J., Morris, J.N., 1992. The Provision of Time to the Elderly by Their Children, In: Wise, D.A. (Ed.), Topics in the Economics of Aging. Chicago: University of Chicago Press, pp. 109 - 134. Brown, M., 2006. Informal Care and the Division of End-of-Life Transfers. Journal of Human Resources 41, 191-219. Bryan, M.L., 2012. Access to Flexible Working and Informal Care. Scottish Journal of Political Economy 59, 361-389. Byrne, D., Goeree, M.S., Hiedemann, B., Stern, S., 2009. Formal Home Health Care, Informal Care, and Family Decision Making*. International Economic Review 50, 1205-1242. Cai, F., Giles, J., Meng, X., 2006. How Well Do Children Insure Parents against Low Retirement Income? An Analysis using Survey Data from Urban China. Journal of Public Economics 90, 2229-2255. Cameron, L., Cobb-Clark, D., 2008. Old-Age Support in Indonesia: Labor Supply, Intergenerational Transfers, and Living Arrangements. Journal of Population Economics 21, 1007-1033. Carmichael, F., Charles, S., 2003. The opportunity costs of informal care: Does gender matter? Journal of Health Economics 22, 781-803. Carmichael, F., Charles, S., Hulme, C., 2010. Who will care? Employment participation and willingness to supply informal care. Journal of Health Economics 29, 182-190. Casado-Marín, D., García-Gómez, P., López-Nicolás, A., 2011. Informal care and labour force participation among middle-aged women in Spain. SERIEs 2, 1-29. Chamberlain, G., 1980. Analysis of Covariance with Qualitative Data. The Review of Economic Studies 47, 225-238. Couch, K.A., Daly, M.C., Wolf, D.A., 1999. Time? Money? Both? The Allocation of Resources to Older Parents. Demography 36, 219-232. Cox, D., 1987. Motives for Private Income Transfers. The journal of political economy 95, 508-546. Cox, D., Rank, M.R., 1992. Inter-Vivos Transfers and Intergenerational Exchange. The Review of Economics and Statistics 74, 305-314. Cox, D., Stark, O., 1996. Intergenerational Transfers and the Demonstration Effect, Boston College Working Papers in Economics working paper number 329. Chestnut Hill, MA: Boston College. Dostie, B., Léger, P.T., 2005. The Living Arrangement Dynamics of Sick, Elderly Individuals. The Journal of Human Resources 40, 989-1014. Engers, M., Stern, S., 2002. Long-Term Care and Family Bargaining. International Economic Review 41, 73 -114. Ettner, S.L., 1996. The Opportunity Costs of Elder Care. The Journal of Human Resources 31, 189-205. Fevang, E., Kverndokk, S., Røed, K., 2012. Labor supply in the terminal stages of lone parents’ lives. Journal of Population Economics 25, 1399-1422. Gardner, L., Gilleskie, D.B., 2012. The Effects of State Medicaid Policies on the Dynamic Savings Patterns and Medicaid Enrollment of the Elderly. Journal of Human Resources 47, 1082-1127. Goeree, M.S., Hiedemann, B., Stern, S., 2012. Will you still want me tomorrow? The dynamics of families' long-term care arrangements. Department of Economics - University of Zurich. Haan, P., 2006. Estimation of multinomial logit models with unobserved heterogeneity using maximum simulated likelihood. Stata Journal 6, 229-245. Heckman, J., 1981. The incidental parameters problem and the problem of initial conditions in estimating a discrete time-discrete data stochastic process, In: Manski, C.F., McFadden, D.L. (Eds.), Structural Analysis of Discreet Data with Econometric Applications. Cambridge: The MIT Press, pp. 179-195. Heitmueller, A., 2007. The chicken or the egg?. Endogeneity in labour market participation of informal carers in England. Journal of Health Economics 26, 536-559. Henz, U., 2006. Informal Caregiving at Working Age: Effects of Job Characteristics and Family Configuration. Journal of Marriage and Family 68, 411-429. Hiedemann, B., Stern, S., 1999. Strategic play among family members when making long-term care decisions. Journal of Economic Behavior & Organization 40, 29-57. Hyslop, D.R., 1999. State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women. Econometrica 67, 1255-1294. Kohn, J.L., Liu, J.S., 2013. The dynamics of medical care use in the British household panel survey. Health Economics 22, 687–710. Lilly, M.B., Laporte, A., Coyte, P.C., 2010. Do they care too much to work? The influence of caregiving intensity on the labour force participation of unpaid caregivers in Canada. Journal of Health Economics 29, 895-903. Mentzakis, E., McNamee, P., Ryan, M., 2009. Who cares and how much: Exploring the determinants of co-residential informal care. Review of Economics of the Household 7, 283-303. Michaud, P.C., Heitmueller, A., Nazarov, Z., 2010. A dynamic analysis of informal care and employment in England. Labour Economics 17, 455-465. Mundlak, Y., 1978. On the Pooling of Time Series and Cross Section Data. Econometrica 46, 69-85. Nguyen, H.T., Connelly, L.B., 2013. Informal care intensity and labour market outcomes: Evidence from instrumental variable panel data models, The HILDA Research Conference, 3 - 4 October 2013, the University of Melbourne, Melbourne. Nguyen, H.T., Connelly, L.B., 2014. The effect of unpaid caregiving intensity on labour force participation: Results from a multinomial endogenous treatment model. Social Science & Medicine 100, 115-122. Nguyen, H.T., Liu, A.Y.C., Booth, A.L., 2012. Monetary Transfers from Children and the Labour Supply of Elderly Parents: Evidence from Vietnam. Journal of Development Studies 48, 1177-1191. Norton, E.C., 2000. Chapter 17 Long-term care, In: Anthony, J.C., Joseph, P.N. (Eds.), Handbook of Health Economics: Elsevier, pp. 955-994. Norton, E.C., Nicholas, L.H., Huang, S.S.-H., 2013. Informal Care and Inter-vivos Transfers: Results from the National Longitudinal Survey of Mature Women. The B.E. Journal of Economic Analysis & Policy 14, 377–400. Origo, F., Pagani, L., 2009. Flexicurity and job satisfaction in Europe: The importance of perceived and actual job stability for well-being at work. Labour Economics 16, 547-555. Pavalko, E.K., Henderson, K.A., 2006. Combining Care Work and Paid Work: Do Workplace Policies Make a Difference? Research on Aging 28, 359-374. Pissarides, C.A., 1992. Loss of Skill During Unemployment and the Persistence of Employment Shocks. The Quarterly Journal of Economics 107, 1371-1391. Rainer, H., Siedler, T., 2009. O Brother, Where Art Thou? The Effects of Having a Sibling on Geographic Mobility and Labour Market Outcomes. Economica 76, 528-556. Revelt, D., Train, K., 1998. Mixed Logit with Repeated Choices: Households' Choices of Appliance Efficiency Level. Review of Economics and Statistics 80, 647-657. Schneider, U., Trukeschitz, B., Mühlmann, R., Ponocny, I., 2013. “Do I stay or do I go?”—job change and labor market exit intentions of employees providing informal care to older adults. Health Economics 22, 1230–1249. Schwarz, G., 1978. Estimating the dimension of a model. The annals of statistics 6, 461-464. Seltzer, M.M., Li, L.W., 2000. The Dynamics of Caregiving: Transitions During a Three-Year Prospective Study. The Gerontologist 40, 165-178. Skira, M., 2012. Dynamic Wage and Employment Effects of Elder Parent Care: Boston College Working Papers in Economics. Skira, M., 2015. Dynamic Wage and Employment Effects of Elder Parent Care. International Economic Review 56, 63–93. Sovinsky, M., Stern, S., 2016. Dynamic modelling of long-term care decisions. Review of Economics of the Household 14, 463–488. Stern, S., 1995. Estimating Family Long-Term Care Decisions in the Presence of Endogenous Child Characteristics. The Journal of Human Resources 30, 551-580. Train, K., 2003. Discrete choice methods with simulation. Cambridge: Cambridge University Press. Van Houtven, C.H., Coe, N.B., Skira, M.M., 2013. The effect of informal care on work and wages. Journal of Health Economics 32, 240-252. Watson, N., 2012. Longitudinal and cross-sectional weighting methodology for the HILDA Survey. HILDA project technical paper series - Technical paper 2/12. Wooldridge, J.M., 2005. Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity. Journal of Applied Econometrics 20, 39-54. Zuba, M., Schneider, U., 2012. What Helps Working Informal Caregivers? The Role of Workplace Characteristics in Balancing Work and Adult-Care Responsibilities. Journal of Family and Economic Issues, 1-10. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/75331 |